Covid-19 Analysis to visualize and understand the pandemic cases using different Techniques.

Coronavirus disease 2019 (COVID-19) time series lists confirmed cases, reported deaths, active cases and comparison with other Epidemics. Data are disaggregated by country (and sometimes subregion). Coronavirus disease (COVID-19) is caused by the Severe acute respiratory syndrome Coronavirus 2 (SARS-CoV-2) and has had a worldwide effect.

This notebook uses data from various sources to understand, analyze and visualize the changes in the number of cases through different visualization techniques and plots.

This dataset includes time-series data tracking the number of people affected by COVID-19 worldwide, including:

Note: The Data collection for Recovered cases isn't quite accurate and has been stopped by a lot of countries and it is also found discrepancies in data if taken from multiple sources. Also a lot of recovery cases aren't reported and it is not possible to analyze them accurately. Yet the data reported till July 2020, is quite accurate to understand. You can select from Jan2020 to Jan 2021 to clearly see the transition in all the graphs.

Therefore the following two scenarios should also be kept in mind:

Additional References for the above point:

Most of these reports are based on the US but mostly it is true for the rest of the world.

Dataset Preparation

Worldwide Total Confirmed, Recovered Cases and Deaths

Scatterplot Visualization

Cases Density Animation On World Map

Cases over a time period with Area Plot

Cases visualization using Folium Maps

Confirmed Cases with Choropleth Map

Confirmed & Death Cases using Bar plots

Confirmed & Death Cases with Static Colormap

Deaths & Recoveries per 100 cases

Note: The Data is only accurate till July 2021, as after that time the data for recovery cases were not reported or were not being tracked by the institutes. And it is difficult to predict the number based on it.

Number of new cases per Day & countries affected

Top 15 Countries Case Analysis

Scatter Plot for Deaths Vs Confirmed Cases

Stacked Bar Plot

Line Plot

Growth rate after 100 Cases

Growth rate after 1000 Cases

Growth rate after 100K Cases

Growth rate after 1Million Cases

Growth rate after 10Million Cases

Tree Map Analysis

First & Last Case Report Time

Confirmed Cases Country & Day Wise

Covid-19 Vs Other Similar Epidemics